/********************************************************************************* Copyright (c) 2020, The OpenBLAS Project All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. 3. Neither the name of the OpenBLAS project nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. **********************************************************************************/ #include "common.h" #include typedef __vector unsigned char vec_t; typedef FLOAT v4sf_t __attribute__ ((vector_size (16))); #if !__has_builtin(__builtin_vsx_assemble_pair) #define __builtin_vsx_assemble_pair __builtin_mma_assemble_pair #endif #if !__has_builtin(__builtin_vsx_disassemble_pair) #define __builtin_vsx_disassemble_pair __builtin_mma_disassemble_pair #endif #ifdef TRMMKERNEL #define SAVE_ACC(ACC, J) \ __builtin_mma_disassemble_acc ((void *)result, ACC); \ rowC = (v4sf_t *) &CO[0* ldc+J]; \ rowC[0] = result[0] * alpha; \ rowC = (v4sf_t *) &CO[1*ldc+J]; \ rowC[0] = result[1] * alpha; \ rowC = (v4sf_t *) &CO[2*ldc+J]; \ rowC[0] = result[2] * alpha; \ rowC = (v4sf_t *) &CO[3*ldc+J]; \ rowC[0] = result[3] * alpha; #define SAVE_ACC1(ACC, J) \ __builtin_mma_disassemble_acc ((void *)result, ACC); \ rowC = (v4sf_t *) &CO[4* ldc+J]; \ rowC[0] = result[0] * alpha; \ rowC = (v4sf_t *) &CO[5*ldc+J]; \ rowC[0] = result[1] * alpha; \ rowC = (v4sf_t *) &CO[6*ldc+J]; \ rowC[0] = result[2] * alpha; \ rowC = (v4sf_t *) &CO[7*ldc+J]; \ rowC[0] = result[3] * alpha; #define SAVE2x4_ACC(ACC, J) \ __builtin_mma_disassemble_acc ((void *)result, ACC); \ rowC = (v4sf_t *) &CO[0* ldc+J]; \ rowC[0] = result[0] * alpha; \ rowC = (v4sf_t *) &CO[1* ldc+J]; \ rowC[0] = result[1] * alpha; #else #define SAVE_ACC(ACC, J) \ __builtin_mma_disassemble_acc ((void *)result, ACC); \ rowC = (v4sf_t *) &CO[0* ldc+J]; \ rowC[0] += result[0] * alpha; \ rowC = (v4sf_t *) &CO[1*ldc+J]; \ rowC[0] += result[1] * alpha; \ rowC = (v4sf_t *) &CO[2*ldc+J]; \ rowC[0] += result[2] * alpha; \ rowC = (v4sf_t *) &CO[3*ldc+J]; \ rowC[0] += result[3] * alpha; #define SAVE_ACC1(ACC, J) \ __builtin_mma_disassemble_acc ((void *)result, ACC); \ rowC = (v4sf_t *) &CO[4* ldc+J]; \ rowC[0] += result[0] * alpha; \ rowC = (v4sf_t *) &CO[5*ldc+J]; \ rowC[0] += result[1] * alpha; \ rowC = (v4sf_t *) &CO[6*ldc+J]; \ rowC[0] += result[2] * alpha; \ rowC = (v4sf_t *) &CO[7*ldc+J]; \ rowC[0] += result[3] * alpha; #define SAVE2x4_ACC(ACC, J) \ __builtin_mma_disassemble_acc ((void *)result, ACC); \ rowC = (v4sf_t *) &CO[0* ldc+J]; \ rowC[0] += result[0] * alpha; \ rowC = (v4sf_t *) &CO[1* ldc+J]; \ rowC[0] += result[1] * alpha; #endif #define PREFETCH1(x, y) asm volatile ("dcbt %0, %1" : : "r" (x), "b" (y) : "memory"); #if (defined(LEFT) && !defined(TRANSA)) || (!defined(LEFT) && defined(TRANSA)) #define REFRESH_TEMP_BK(x, y) \ temp = k - off; #elif defined(LEFT) #define REFRESH_TEMP_BK(x, y) \ temp = off + x; #else #define REFRESH_TEMP_BK(x, y) \ temp = off + y; #endif #if (defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA)) #define REFRESH_POINTERS(x, y) \ BO = B; \ REFRESH_TEMP_BK(x, y) #else #define REFRESH_POINTERS(x, y) \ AO += off * x; \ BO = B + off * y; \ REFRESH_TEMP_BK(x, y) #endif #ifdef LEFT #define REFRESH_OFF(x) \ off += x; #else #define REFRESH_OFF(x) #endif #ifdef LEFT #define UPDATE_TEMP(x, y) \ temp -= x; #else #define UPDATE_TEMP(x, y) \ temp -= y; #endif #if (defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA)) #define REFRESH_TMP_AFTER_SAVE(x, y) \ temp = k - off; \ UPDATE_TEMP(x, y) \ AO += temp * x; \ BO += temp * y; #else #define REFRESH_TMP_AFTER_SAVE(x, y) #endif #define REFRESH_AFTER_SAVE(x,y) \ REFRESH_TMP_AFTER_SAVE(x, y) \ REFRESH_OFF(x) /************************************************************************************* * GEMM Kernel *************************************************************************************/ int CNAME (BLASLONG m, BLASLONG n, BLASLONG k, FLOAT alpha, FLOAT * A, FLOAT * B, FLOAT * C, BLASLONG ldc #ifdef TRMMKERNEL , BLASLONG offset #endif ) { BLASLONG i1; #if defined(TRMMKERNEL) BLASLONG off; #endif #if defined(TRMMKERNEL) && !defined(LEFT) off = -offset; #endif v4sf_t valpha = { alpha, alpha }; for (i1 = 0; i1 < (n >> 3); i1++) { BLASLONG j, temp; FLOAT *CO; FLOAT *AO; #if defined(TRMMKERNEL) && defined(LEFT) off = offset; #endif CO = C; C += ldc << 3; AO = A; PREFETCH1 (A, 128); PREFETCH1 (A, 256); for (j = 0; j < (m >> 3); j++) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (8, 8); #else BO = B; temp = k; #endif v4sf_t *rowC; v4sf_t result[4]; __vector_quad acc0, acc1, acc2, acc3, acc4,acc5,acc6,acc7; BLASLONG l = 0; vec_t *rowA = (vec_t *) & AO[0]; __vector_pair rowB, rowB1; rowB = *((__vector_pair *)((void *)&BO[0])); rowB1 = *((__vector_pair *)((void *)&BO[4])); __builtin_mma_xvf64ger (&acc0, rowB, rowA[0]); __builtin_mma_xvf64ger (&acc1, rowB1, rowA[0]); __builtin_mma_xvf64ger (&acc2, rowB, rowA[1]); __builtin_mma_xvf64ger (&acc3, rowB1, rowA[1]); __builtin_mma_xvf64ger (&acc4, rowB, rowA[2]); __builtin_mma_xvf64ger (&acc5, rowB1, rowA[2]); __builtin_mma_xvf64ger (&acc6, rowB, rowA[3]); __builtin_mma_xvf64ger (&acc7, rowB1, rowA[3]); for (l = 1; l < temp; l++) { rowA = (vec_t *) & AO[l << 3]; rowB = *((__vector_pair *)((void *)&BO[l << 3])); rowB1 = *((__vector_pair *)((void *)&BO[(l << 3) + 4])); __builtin_mma_xvf64gerpp (&acc0, rowB, rowA[0]); __builtin_mma_xvf64gerpp (&acc1, rowB1, rowA[0]); __builtin_mma_xvf64gerpp (&acc2, rowB, rowA[1]); __builtin_mma_xvf64gerpp (&acc3, rowB1, rowA[1]); __builtin_mma_xvf64gerpp (&acc4, rowB, rowA[2]); __builtin_mma_xvf64gerpp (&acc5, rowB1, rowA[2]); __builtin_mma_xvf64gerpp (&acc6, rowB, rowA[3]); __builtin_mma_xvf64gerpp (&acc7, rowB1, rowA[3]); } SAVE_ACC (&acc0, 0); SAVE_ACC1 (&acc1, 0); SAVE_ACC (&acc2, 2); SAVE_ACC1 (&acc3, 2); SAVE_ACC (&acc4, 4); SAVE_ACC1 (&acc5, 4); SAVE_ACC (&acc6, 6); SAVE_ACC1 (&acc7, 6); CO += 8; AO += temp << 3; BO += temp << 3; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (8, 8) #endif } if (m & 4) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (4, 8); #else BO = B; temp = k; #endif v4sf_t *rowC; v4sf_t result[4]; __vector_quad acc0, acc1, acc2, acc3; BLASLONG l = 0; vec_t *rowA = (vec_t *) & AO[0]; __vector_pair rowB, rowB1; rowB = *((__vector_pair *)((void *)&BO[0])); rowB1 = *((__vector_pair *)((void *)&BO[4])); __builtin_mma_xvf64ger (&acc0, rowB, rowA[0]); __builtin_mma_xvf64ger (&acc1, rowB1, rowA[0]); __builtin_mma_xvf64ger (&acc2, rowB, rowA[1]); __builtin_mma_xvf64ger (&acc3, rowB1, rowA[1]); for (l = 1; l < temp; l++) { rowA = (vec_t *) & AO[l << 2]; rowB = *((__vector_pair *)((void *)&BO[l << 3])); rowB1 = *((__vector_pair *)((void *)&BO[(l << 3) + 4])); __builtin_mma_xvf64gerpp (&acc0, rowB, rowA[0]); __builtin_mma_xvf64gerpp (&acc1, rowB1, rowA[0]); __builtin_mma_xvf64gerpp (&acc2, rowB, rowA[1]); __builtin_mma_xvf64gerpp (&acc3, rowB1, rowA[1]); } SAVE_ACC (&acc0, 0); SAVE_ACC1 (&acc1, 0); SAVE_ACC (&acc2, 2); SAVE_ACC1 (&acc3, 2); CO += 4; AO += temp << 2; BO += temp << 3; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (4, 8) #endif } if (m & 2) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (2, 8); #else BO = B; temp = k; #endif v4sf_t *rowC; v4sf_t result[4]; __vector_quad acc0, acc1; BLASLONG l = 0; vec_t *rowA = (vec_t *) & AO[0]; __vector_pair rowB, rowB1; rowB = *((__vector_pair *)((void *)&BO[0])); rowB1 = *((__vector_pair *)((void *)&BO[4])); __builtin_mma_xvf64ger (&acc0, rowB, rowA[0]); __builtin_mma_xvf64ger (&acc1, rowB1, rowA[0]); for (l = 1; l < temp; l++) { rowA = (vec_t *) & AO[l << 1]; rowB = *((__vector_pair *)((void *)&BO[l << 3])); rowB1 = *((__vector_pair *)((void *)&BO[(l << 3) + 4])); __builtin_mma_xvf64gerpp (&acc0, rowB, rowA[0]); __builtin_mma_xvf64gerpp (&acc1, rowB1, rowA[0]); } SAVE_ACC (&acc0, 0); SAVE_ACC1 (&acc1, 0); CO += 2; AO += temp << 1; BO += temp << 3; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (2, 8) #endif } if (m & 1) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (1, 8); #else BO = B; temp = k; #endif BLASLONG l = 0; v4sf_t t = { 0, 0 }; v4sf_t t1 = { 0, 0 }; v4sf_t t2 = { 0, 0 }; v4sf_t t3 = { 0, 0 }; for (l = 0; l < temp; l++) { v4sf_t rowA = { AO[l], AO[l] }; v4sf_t rowB = { BO[l << 3], BO[(l << 3) + 1] }; v4sf_t rowB1 = { BO[(l << 3) + 2], BO[(l << 3) + 3] }; v4sf_t rowB2 = { BO[(l << 3) + 4], BO[(l << 3) + 5] }; v4sf_t rowB3 = { BO[(l << 3) + 6], BO[(l << 3) + 7] }; t += rowA * rowB; t1 += rowA * rowB1; t2 += rowA * rowB2; t3 += rowA * rowB3; } t = t * valpha; t1 = t1 * valpha; t2 = t2 * valpha; t3 = t3 * valpha; #if defined(TRMMKERNEL) CO[0 * ldc] = t[0]; CO[1 * ldc] = t[1]; CO[2 * ldc] = t1[0]; CO[3 * ldc] = t1[1]; CO[4 * ldc] = t2[0]; CO[5 * ldc] = t2[1]; CO[6 * ldc] = t3[0]; CO[7 * ldc] = t3[1]; #else CO[0 * ldc] += t[0]; CO[1 * ldc] += t[1]; CO[2 * ldc] += t1[0]; CO[3 * ldc] += t1[1]; CO[4 * ldc] += t2[0]; CO[5 * ldc] += t2[1]; CO[6 * ldc] += t3[0]; CO[7 * ldc] += t3[1]; #endif CO += 1; AO += temp; BO += temp << 3; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (1, 8) #endif } #if defined(TRMMKERNEL) && !defined(LEFT) off += 8; // number of values in A #endif B += k << 3; } if (n & 4) { BLASLONG j, temp; FLOAT *CO; FLOAT *AO; #if defined(TRMMKERNEL) && defined(LEFT) off = offset; #endif CO = C; C += ldc << 2; AO = A; PREFETCH1 (A, 128); PREFETCH1 (A, 256); for (j = 0; j < (m >> 3); j++) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (8, 4); #else BO = B; temp = k; #endif v4sf_t *rowC; v4sf_t result[4]; __vector_quad acc0, acc1, acc2, acc3; BLASLONG l = 0; vec_t *rowA = (vec_t *) & AO[0]; __vector_pair rowB; rowB = *((__vector_pair *)((void *)&BO[0])); __builtin_mma_xvf64ger (&acc0, rowB, rowA[0]); __builtin_mma_xvf64ger (&acc1, rowB, rowA[1]); __builtin_mma_xvf64ger (&acc2, rowB, rowA[2]); __builtin_mma_xvf64ger (&acc3, rowB, rowA[3]); for (l = 1; l < temp; l++) { rowA = (vec_t *) & AO[l << 3]; rowB = *((__vector_pair *)((void *)&BO[l << 2])); __builtin_mma_xvf64gerpp (&acc0, rowB, rowA[0]); __builtin_mma_xvf64gerpp (&acc1, rowB, rowA[1]); __builtin_mma_xvf64gerpp (&acc2, rowB, rowA[2]); __builtin_mma_xvf64gerpp (&acc3, rowB, rowA[3]); } SAVE_ACC (&acc0, 0); SAVE_ACC (&acc2, 4); SAVE_ACC (&acc1, 2); SAVE_ACC (&acc3, 6); CO += 8; AO += temp << 3; BO += temp << 2; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (8, 4) #endif } if (m & 4) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (4, 4); #else BO = B; temp = k; #endif v4sf_t *rowC; v4sf_t result[4]; __vector_quad acc0, acc1; BLASLONG l = 0; vec_t *rowA = (vec_t *) & AO[0]; __vector_pair rowB; rowB = *((__vector_pair *)((void *)&BO[0])); __builtin_mma_xvf64ger (&acc0, rowB, rowA[0]); __builtin_mma_xvf64ger (&acc1, rowB, rowA[1]); for (l = 1; l < temp; l++) { rowA = (vec_t *) & AO[l << 2]; rowB = *((__vector_pair *)((void *)&BO[l << 2])); __builtin_mma_xvf64gerpp (&acc0, rowB, rowA[0]); __builtin_mma_xvf64gerpp (&acc1, rowB, rowA[1]); } SAVE_ACC (&acc0, 0); SAVE_ACC (&acc1, 2); CO += 4; AO += temp << 2; BO += temp << 2; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (4, 4) #endif } if (m & 2) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (2, 4); #else BO = B; temp = k; #endif v4sf_t *rowC; v4sf_t result[4]; __vector_quad acc0; BLASLONG l = 0; vec_t *rowA = (vec_t *) & AO[0]; __vector_pair rowB; rowB = *((__vector_pair *)((void *)&BO[0])); __builtin_mma_xvf64ger (&acc0, rowB, rowA[0]); for (l = 1; l < temp; l++) { rowA = (vec_t *) & AO[l << 1]; rowB = *((__vector_pair *)((void *)&BO[l << 2])); __builtin_mma_xvf64gerpp (&acc0, rowB, rowA[0]); } SAVE_ACC (&acc0, 0); CO += 2; AO += temp << 1; BO += temp << 2; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (2, 4) #endif } if (m & 1) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (1, 4); #else BO = B; temp = k; #endif BLASLONG l = 0; v4sf_t t = { 0, 0 }; v4sf_t t1 = { 0, 0 }; for (l = 0; l < temp; l++) { v4sf_t rowA = { AO[l], AO[l] }; v4sf_t rowB = { BO[l << 2], BO[(l << 2) + 1] }; v4sf_t rowB1 = { BO[(l << 2) + 2], BO[(l << 2) + 3] }; t += rowA * rowB; t1 += rowA * rowB1; } t = t * valpha; t1 = t1 * valpha; #if defined(TRMMKERNEL) CO[0 * ldc] = t[0]; CO[1 * ldc] = t[1]; CO[2 * ldc] = t1[0]; CO[3 * ldc] = t1[1]; #else CO[0 * ldc] += t[0]; CO[1 * ldc] += t[1]; CO[2 * ldc] += t1[0]; CO[3 * ldc] += t1[1]; #endif CO += 1; AO += temp; BO += temp << 2; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (1, 4) #endif } #if defined(TRMMKERNEL) && !defined(LEFT) off += 4; // number of values in A #endif B += k << 2; } if (n & 2) { BLASLONG j, temp; #if defined(TRMMKERNEL) && defined(LEFT) off = offset; #endif FLOAT *CO; FLOAT *AO; CO = C; C += ldc << 1; AO = A; for (j = 0; j < (m >> 3); j++) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (8, 2); #else BO = B; temp = k; #endif v4sf_t *rowC; v4sf_t result[4]; __vector_quad acc0, acc1, acc2, acc3; BLASLONG l = 0; __vector_pair rowB; vec_t *rb = (vec_t *) & BO[0]; __builtin_vsx_assemble_pair (&rowB, rb[0], rb[0]); vec_t *rowA = (vec_t *) & AO[0]; __builtin_mma_xvf64ger (&acc0, rowB, rowA[0]); __builtin_mma_xvf64ger (&acc1, rowB, rowA[1]); __builtin_mma_xvf64ger (&acc2, rowB, rowA[2]); __builtin_mma_xvf64ger (&acc3, rowB, rowA[3]); for (l = 1; l < temp; l++) { rb = (vec_t *) & BO[l << 1]; __builtin_vsx_assemble_pair (&rowB, rb[0], rb[0]); rowA = (vec_t *) & AO[l << 3]; __builtin_mma_xvf64gerpp (&acc0, rowB, rowA[0]); __builtin_mma_xvf64gerpp (&acc1, rowB, rowA[1]); __builtin_mma_xvf64gerpp (&acc2, rowB, rowA[2]); __builtin_mma_xvf64gerpp (&acc3, rowB, rowA[3]); } SAVE2x4_ACC (&acc0, 0); SAVE2x4_ACC (&acc1, 2); SAVE2x4_ACC (&acc2, 4); SAVE2x4_ACC (&acc3, 6); CO += 8; AO += temp << 3; BO += temp << 1; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (8, 2) #endif } if (m & 4) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (4, 2); #else BO = B; temp = k; #endif v4sf_t *rowC; v4sf_t result[4]; __vector_quad acc0, acc1; BLASLONG l = 0; __vector_pair rowB; vec_t *rb = (vec_t *) & BO[0]; __builtin_vsx_assemble_pair (&rowB, rb[0], rb[0]); vec_t *rowA = (vec_t *) & AO[0]; __builtin_mma_xvf64ger (&acc0, rowB, rowA[0]); __builtin_mma_xvf64ger (&acc1, rowB, rowA[1]); for (l = 1; l < temp; l++) { rb = (vec_t *) & BO[l << 1]; __builtin_vsx_assemble_pair (&rowB, rb[0], rb[0]); rowA = (vec_t *) & AO[l << 2]; __builtin_mma_xvf64gerpp (&acc0, rowB, rowA[0]); __builtin_mma_xvf64gerpp (&acc1, rowB, rowA[1]); } SAVE2x4_ACC (&acc0, 0); SAVE2x4_ACC (&acc1, 2); CO += 4; AO += temp << 2; BO += temp << 1; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (4, 2) #endif } if (m & 2) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (2, 2); #else BO = B; temp = k; #endif v4sf_t *rowC; v4sf_t result[4]; __vector_quad acc0; BLASLONG l = 0; __vector_pair rowB; vec_t *rb = (vec_t *) & BO[0]; __builtin_vsx_assemble_pair (&rowB, rb[0], rb[0]); vec_t *rowA = (vec_t *) & AO[0]; __builtin_mma_xvf64ger (&acc0, rowB, rowA[0]); for (l = 1; l < temp; l++) { rb = (vec_t *) & BO[l << 1]; __builtin_vsx_assemble_pair (&rowB, rb[0], rb[0]); rowA = (vec_t *) & AO[l << 1]; __builtin_mma_xvf64gerpp (&acc0, rowB, rowA[0]); } SAVE2x4_ACC (&acc0, 0); CO += 2; AO += temp << 1; BO += temp << 1; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (2, 2) #endif } if (m & 1) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (1, 2); #else BO = B; temp = k; #endif BLASLONG l = 0; v4sf_t t = { 0, 0 }; for (l = 0; l < temp; l++) { v4sf_t rowA = { AO[l], AO[l] }; v4sf_t rowB = { BO[l << 1], BO[(l << 1) + 1] }; t += rowA * rowB; } t = t * valpha; #if defined(TRMMKERNEL) CO[0 * ldc] = t[0]; CO[1 * ldc] = t[1]; #else CO[0 * ldc] += t[0]; CO[1 * ldc] += t[1]; #endif CO += 1; AO += temp; BO += temp << 1; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (1, 2) #endif } #if defined(TRMMKERNEL) && !defined(LEFT) off += 2; // number of values in A #endif B += k << 1; } if (n & 1) { BLASLONG i, temp; #if defined(TRMMKERNEL) && defined(LEFT) off = offset; #endif FLOAT *CO; FLOAT *AO; CO = C; C += ldc; AO = A; for (i = 0; i < (m >> 3); i++) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (8, 1) #else BO = B; temp = k; #endif BLASLONG l = 0; v4sf_t t = { 0, 0 }; v4sf_t t1 = { 0, 0 }; v4sf_t t2 = { 0, 0 }; v4sf_t t3 = { 0, 0 }; for (l = 0; l < temp; l++) { v4sf_t rowB = { BO[l], BO[l] }; v4sf_t rowA = { AO[l << 3], AO[(l << 3) + 1] }; v4sf_t rowA1 = { AO[(l << 3) + 2], AO[(l << 3) + 3] }; v4sf_t rowA2 = { AO[(l << 3) + 4], AO[(l << 3) + 5] }; v4sf_t rowA3 = { AO[(l << 3) + 6], AO[(l << 3) + 7] }; t += rowA * rowB; t1 += rowA1 * rowB; t2 += rowA2 * rowB; t3 += rowA3 * rowB; } t = t * valpha; t1 = t1 * valpha; t2 = t2 * valpha; t3 = t3 * valpha; #if defined(TRMMKERNEL) CO[0] = t[0]; CO[1] = t[1]; CO[2] = t1[0]; CO[3] = t1[1]; CO[4] = t2[0]; CO[5] = t2[1]; CO[6] = t3[0]; CO[7] = t3[1]; #else CO[0] += t[0]; CO[1] += t[1]; CO[2] += t1[0]; CO[3] += t1[1]; CO[4] += t2[0]; CO[5] += t2[1]; CO[6] += t3[0]; CO[7] += t3[1]; #endif AO += temp << 3; BO += temp; CO += 8; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (8, 1) #endif } if (m & 4) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (4, 1) #else BO = B; temp = k; #endif BLASLONG l = 0; v4sf_t t = { 0, 0 }; v4sf_t t1 = { 0, 0 }; for (l = 0; l < temp; l++) { v4sf_t rowB = { BO[l], BO[l] }; v4sf_t rowA = { AO[l << 2], AO[(l << 2) + 1] }; v4sf_t rowA1 = { AO[(l << 2) + 2], AO[(l << 2) + 3] }; t += rowA * rowB; t1 += rowA1 * rowB; } t = t * valpha; t1 = t1 * valpha; #if defined(TRMMKERNEL) CO[0] = t[0]; CO[1] = t[1]; CO[2] = t1[0]; CO[3] = t1[1]; #else CO[0] += t[0]; CO[1] += t[1]; CO[2] += t1[0]; CO[3] += t1[1]; #endif AO += temp << 2; BO += temp; CO += 4; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (4, 1) #endif } if (m & 2) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (2, 1) #else BO = B; temp = k; #endif BLASLONG l = 0; v4sf_t t = { 0, 0 }; for (l = 0; l < temp; l++) { v4sf_t rowB = { BO[l], BO[l] }; v4sf_t rowA = { AO[l << 1], AO[(l << 1) + 1] }; t += rowA * rowB; } t = t * valpha; #if defined(TRMMKERNEL) CO[0] = t[0]; CO[1] = t[1]; #else CO[0] += t[0]; CO[1] += t[1]; #endif AO += temp << 1; BO += temp; CO += 2; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (2, 1) #endif } if (m & 1) { FLOAT *BO; #if defined(TRMMKERNEL) REFRESH_POINTERS (1, 1) #else BO = B; temp = k; #endif BLASLONG l = 0; FLOAT t = 0; for (l = 0; l < temp; l++) { t += AO[l] * BO[l]; } AO += temp; BO += temp; #if defined(TRMMKERNEL) CO[0] = t * alpha; #else CO[0] += t * alpha; #endif CO += 1; #if defined(TRMMKERNEL) REFRESH_AFTER_SAVE (1, 1) #endif } #if defined(TRMMKERNEL) && !defined(LEFT) off += 1; // number of values in A #endif B += k; } return 0; }